LangChain Monitoring in Production — Full Agent Tracing Guide (2026)

LangChain Monitoring in Production — Full Agent Tracing Guide (2026)

ObservabilityTrace every call, cost, and latency
SecurityBlock attacks, redact PII and secrets
OptimizationCache repeated prompts automatically
EvaluationScore responses and whole agent runs
DatasetsGolden sets that capture whole agent runs
Prompt ManagementVersion and deploy prompt templates
AlertsPush eval and security events to Slack

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OpenAI
Anthropic
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Agent Frameworks

LangChain
LangGraph
CrewAI
Google ADK
MCP

Vector Databases

Pinecone
Chroma
Weaviate
FAISS
Qdrant

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Observe, protect, optimize, evaluate.

PlatformObservability Security Optimization Evaluation Datasets Prompt Management Alerts

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